New article on #websites #classification discussing possible #taxonomy that can be used (IAB, Google, Facebook, etc.) as well as #machinelearning models:
explainableaixai.github.io/websitesclassi…

list of useful resources: linktr.ee/airesearcher
a new telegram channel where will post about #explainableai (#XAI for short):
t.me/s/explainablea…
there are now many useful libraries available for doing #explainability of #AI models: SHAP, LIME, partial dependence plots PDP. And also the "classical" feature importance.
Our german blog on topic of website #categorizations: kategorisierungen.substack.com
we are building a new #saas platform that allows searching for saas companies using #elasticsearch engine: saascompanies.ai
if you are struggling to find new #ideas for a #startup or #newbusiness we are building a website which can help with this: painpoints.ai

It contains 1+ million mentions of #painpoints from over 12 billion URLs.
Finally, we are launching a new #leadgeneration startup for #ecommerce field:
aileadgeneration.ai

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More from @AlphaQuantumAI

Apr 14
We added a couple of articles on #machinelearning.
Content based #recommender using #python:
alpha-quantum.com/blog/content-b…
Collaborative #filtering approach to #recommender based suggestions, again using #python and #matrixfactorization: alpha-quantum.com/blog/collabora…
a few useful links for website categorization: joy.link/websitecategor…
Read 6 tweets
Apr 5
it is trained on large data set of labelled categories from iab and google product taxonomy. it supports over 1000+ categories with high accuracy.
with integration of neural machine translation #NMT services, the website categorization can be done on websites in 100+ languages.
Read 6 tweets
Jan 14
Profile on devrant, which is a cool webpage with interesting comments about machine learning: devrant.com/users/aidatasc…
Machine learning notes will be published on hackmd.io/@bestniches
on different topics -> ensemble methods, content-based and collaborative filtering articles, sentiment analysis, etc.
Deep learning generated images on ello.co/datascientist1
Style transfer is a cool technique to transfer "style" from reference image to your input image to generate one which is the same but with applied style
Read 4 tweets
Jan 12
Our new Saas Platforms.

UnicornSEO focuses on using data science to find #bestkeywords for 200+ niches.
unicornseo.com
Bestseoniches is focused on ranking #niches using many innovative ranks, from domain age evaluation, content length and content diversity to search volume domination.
More on bestseoniches.com
Our #productcategorization tool uses advanced #textclassification algorithms to categorize #ecommerce products in Tier 1,2,3 Google product taxonomy and IAB taxonomy.
Check out demo at productcategorization.com
Read 4 tweets

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